自动化
工作流自动化与调度
airflow
necatiarslan
Manages Apache Airflow operations including listing, running, and debugging DAGs, viewing logs, and checking server status using the VS Code extension tools.
home-assistant-esphome
bradsjm
ESPHome + Home Assistant workflows for provisioning, adoption, entity naming, encryption keys (noise_psk / api encryption), OTA updates, and troubleshooting offline devices. Use when working with ESPHome Device Builder, the HA ESPHome integration, or when generating ESPHome YAML and validating entities in HA.
frappe-workflow-generator
Venkateshvenki404224
Generate Frappe Workflows for document state management and approvals. Use when creating approval workflows, state transitions, or multi-step document processes.
financial-calculator
dkyazzentwatwa
"Financial calculations: loans, investments, NPV/IRR, retirement planning, Monte Carlo simulations. Generates tables, charts, and exportable reports."
scpr-framework
sruthir28
SCPR (Situation-Complication-Problem-Recommendation) framework for structured problem solving and executive communication. Use when users need to structure strategic arguments, analyze business situations, create executive summaries, or develop clear problem statements using McKinsey-style communication. Apply when structuring recommendations, writing memos, or organizing strategic thinking.
starwave:smolspec
ArjenSchwarz
Small Spec (Smolspec) - Lightweight Specification for Minor Changes
next-task
ArjenSchwarz
Next task
starwave:tasks
ArjenSchwarz
Create Task List
starwave:creating-spec
ArjenSchwarz
Initialize a new spec with requirements, design, and task planning. Orchestrates the entire spec-driven workflow from feature idea to actionable task list.
executing-plans
ZhanlinCui
Use when you have a written implementation plan to execute in a separate session with review checkpoints
framework-critical-thinking
rfxlamia
Architectural framework for building AI agents with critical thinking capabilities - structured reasoning selection (CoT/ToT/GoT), metacognitive monitoring, self-verification, and cognitive bias detection. Use when building or enhancing AI agents that require reliable, self-correcting, and transparent reasoning.
humanize
rfxlamia
Transform AI-to-AI documentation into human-readable prose with personality. USE WHEN: Converting rigid AI-generated docs (checklists, templates, CAPS LOCK emphasis, perfect structures) into flowing, conversational documentation that feels like a colleague wrote it, not a robot. PRIMARY TRIGGERS: "humanize this doc" â Full transformation workflow "make this readable" â Quick readability pass "remove AI patterns" â Surgical pattern removal "add human touch" â Inject personality without losing precision INPUT: Markdown files with AI-agent patterns (checklist spam, rigid headers, template overload) OUTPUT: Flowing prose with burstiness, analogies, and occasional absurd touches CORE PRINCIPLE: Total war on AI rigidity. Destroy robotic tone while preserving technical accuracy.
skillkit
rfxlamia
Professional skill AND subagent creation with research-driven workflow and automated validation. USE WHEN: Creating new skills OR subagents, validating existing skills, deciding between Skills vs Subagents, migrating documents to skills/subagents, or running individual validation tools. PRIMARY TRIGGERS: "create skill" = Full skill creation (12 steps with research + execution planning) "create subagent" = Subagent creation (8 steps with template-based workflow) "validate skill" = Validation workflow (steps 3-8) "Skills vs Subagents" = Decision workflow (step 0) - recommends then creates "convert doc to skill" = Migration workflow "estimate tokens" = Token optimization "security scan" = Security audit WORKFLOW COMPLIANCE: Structured workflows with validation checkpoints. Research phase (Step 1c-1d) ensures skills based on proven approaches. DIFFERENTIATOR: Research-driven creation. Web search (3-5 queries) before building. Multi-proposal generation. 10 automation scripts (9 skill + 1 subagent). Quality 9.0+/10. NOW WITH SUBAGENT CREATION SUPPORT. REUSED: Anthropic's init_skill.py and package_skill.py (production-tested).
Recursive Agentic Task Orchestration (Fractals)
docxology
A powerful orchestration skill for breaking down high-level objectives into hierarchical task graphs and resolving them through isolated multi-agent execution in dedicated worktrees.
laravel-api
noartem
Build production-grade Laravel REST APIs using opinionated architecture patterns with Laravel best practices. Use when building, scaffoling, or reviewing Laravel APIs with specifications for stateless design, versioned endpoints, invokable controllers, Form Request DTOs, Action classes, JWT authentication, and PSR-12 code quality standards. Triggers on "build a Laravel API", "create Laravel endpoints", "add API authentication", "review Laravel API code", "refactor Laravel API", or "improve Laravel code quality".
orchestrator
i9wa4
Orchestration workflow for orchestrator role ONLY. Use when: - Agent's role name (tmux pane title) is "orchestrator"
Fractals orchestrator
docxology
Recursive task decomposition with git worktrees per leaf; MCP tool orchestrate_fractal_task. USE WHEN the user needs fractal orchestration, isolated worktrees for parallel subtasks, or massive composite goals that need hierarchical planning.
subagent-driven-development
ZhanlinCui
Use when executing implementation plans with independent tasks in the current session
docx
ZhanlinCui
"Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks"
using-superpowers
ZhanlinCui
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
implementing-io-pipelines
christian289
"Implements high-performance streaming using System.IO.Pipelines in .NET. Use when building network protocols, parsing binary data, or processing large streams efficiently."
handling-async-operations
christian289
"Implements asynchronous programming patterns using Task, ValueTask, and ConfigureAwait in .NET. Use when building non-blocking I/O operations or improving application responsiveness."
implementing-pubsub-pattern
christian289
"Implements Pub-Sub patterns using System.Reactive and Channels for event-based communication in .NET. Use when building reactive applications or decoupled event-driven architectures."
implementing-repository-pattern
christian289
"Implements the Repository pattern with Service Layer for data access abstraction in .NET. Use when separating data access logic from business logic or building testable data layers."